Lecture 2, by Daniel Oblinger
Relevant Book Sections
Chapter 1 of Duda, Hart and Stork: Pattern Classification.
The first 5 chapters of Mitchell's book also deal with the material presented in the lecture.
Additional Material
The slides used during the lecture